(This article was first published on

**Jason.Bryer.org Blog - R**, and kindly contributed to R-bloggers)Revisiting a fun puzzle I remember first encountering as an undergraduate. Nice example of creating a plot in R using ggplot2. I also plot the probability of someone in the room having the same birthday as you.

```
## See http://en.wikipedia.org/wiki/Birthday_problem for an explanation of the problem
require(ggplot2)
require(reshape)
theme_update(panel.background=theme_blank(),
panel.grid.major=theme_blank(),
panel.border=theme_blank())
birthday <- function(n) {
1 - exp( - n^2 / (2 * 365) )
}
myBirthday <- function(n) {
1 - ( (365 - 1) / 365 ) ^ n
}
d = 200
df = data.frame(n=1:d, AnyTwoSame=birthday(1:d), SameAsMine=myBirthday(1:d))
df = melt(df, id.vars='n')
ggplot(df, aes(x=n, y=value, colour=variable)) + geom_line() + scale_colour_hue('') +
xlab('Number of People in Group') + ylab('Probability')
```

To

**leave a comment**for the author, please follow the link and comment on their blog:**Jason.Bryer.org Blog - R**.R-bloggers.com offers

**daily e-mail updates**about R news and tutorials on topics such as: Data science, Big Data, R jobs, visualization (ggplot2, Boxplots, maps, animation), programming (RStudio, Sweave, LaTeX, SQL, Eclipse, git, hadoop, Web Scraping) statistics (regression, PCA, time series, trading) and more...